As illustrated in the Figure 37, example(1) shows that attentive GAN based network managed to recover the appearance of the bin and the view in the distance, successfully removed the dense large raindrop. Example (2) shows that model 2 managed to recover the detail in the orange indicator board and shows potent to remove dense small raindrop. Example (3) illustrates that model 2 managed to detect the rain area and remove them, although it fails to remove the water mark in the bottom of the image, it protects the consistency of the overall image.